Intelligent CI/CD: Predictive Analytics and Optimization
Apply machine learning to anticipate pipeline failures, allocate resources, and investigate unusual build activity.
Intermediate • 1h 34m
Updated
View courseMohamed Echout • Technical Trainer & Consultant
Live remote training • Taught in English
AI, microservices, software development, cloud, and digital marketing. Practical workshops for business, finance, marketing, operations, engineering, and beyond, tailored to your team's goals, tools, and experience.
Learners Taught
100,000+
Learn with me
Explore a selection of my published work in AI engineering, Python tooling, and practical software testing.
Apply machine learning to anticipate pipeline failures, allocate resources, and investigate unusual build activity.
Intermediate • 1h 34m
Updated
View courseBring Python environments and dependencies into one workflow, reproduce builds with lockfiles, and organize projects using workspaces.
Beginner • 1h 11m
Updated
View courseSimulate user traffic with Locust, run load and stress tests, and use pandas to identify performance bottlenecks.
Intermediate • 1h 1m
Updated
Explore labCourses and labs open on Pluralsight. Access depends on your plan.
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Officially verified
Certified to deliver instructor-led NVIDIA workshops in large language models and conversational AI.
Certified Instructor credential issued November 21, 2025.
View official certificateCertified Instructor credential issued September 4, 2025.
View official certificateCombining financial acumen with deep technical expertise to design training that teams actually use at work.
My background in Finance and Computer Science connects business goals with practical technical skills. I teach AI, microservices, software development, cloud, and digital marketing, adapting each program to the team's roles, experience, and day-to-day work. Over the last decade I have helped more than 100,000 learners develop their skills through courses, labs, workshops, and corporate programs.
Learn how historical sales and seasonal patterns can inform demand estimates and guide resource planning.
15+
Years Of Experience
500+
Courses And Labs
Practical skills for business and technical teams.
Training, curriculum design, and consulting built around your team's goals.
Hands-on technical workshops in AI, microservices, software development, cloud, and digital marketing. Each session uses examples and guided exercises matched to your team's roles, tools, and experience.
I design world-class education assets for LMS platforms, from syllabus architecture to high-quality video production and technical writing that makes complex topics simple.
Guidance on technology choices, software architecture, AI adoption, and digital workflows. I help your team connect technical decisions with practical business goals.
Example learning outcomes for different roles. Your curriculum is scoped to your team's starting point, tools, and priorities.
Real-world impact across industries.
Featured engagement
A workshop on Kubernetes and microservices for an anonymized FinTech client.
Explore related published work on engineering delivery:
Intelligent CI/CD on PluralsightFor an anonymized enterprise client, delivered production-ready GenAI training to 150+ engineers using LangChain and Azure OpenAI.
For an anonymized healthcare client, created a custom Python automation curriculum. The client reported 200+ staff hours saved each month.
Choose a focused consultation, an 8-hour team workshop, or a custom curriculum.
Prices in USD • Remote delivery • English-language training
One-to-one guidance on technology choices, development, digital workflows, AI use cases, or career strategy.
8 hours of live instruction and guided exercises.
For teams of 51–200: $800 per employee.
Course design and production for your learning platform.
All prices are in US dollars (USD). Training is delivered remotely in English. Your written proposal confirms the schedule, applicable taxes, and any cloud usage or platform charges before you commit. Longer training programs are scoped separately.
An illustrative structure, adapted to your team's topic, skill level, and tools.
Selected excerpts from LinkedIn, with the context behind each recommendation.
Read recommendations on my LinkedIn profileBanafsheh Vaezian
Director, Data & AI
Session participant
“Mo explained the power of GenAI in a very story telling way that kept all the audience hooked. He also provided a lot of great tips on how to use prompt engineering to get the best out of your GenAI interaction.”
Source: LinkedIn
Stan Thompson
Senior Data Engineer
Course participant and client
“I had the pleasure of attending an online course called "Migrating to Microservices" taught by Mohamed. He impressed me with his passion and knowledge of the various technologies we were learning in the course, especially Kubernetes and Docker.”
Source: LinkedIn
Daniel Hardt
Associate Professor, Copenhagen Business School
Academic supervisor
“He has a passion for helping others and a real flair for teaching and explaining difficult concepts, and he has been an absolute favorite of the students where he has been assisting with teaching.”
Source: LinkedIn
Martin Vondraček
Global Head of Operations, Simplyture
Master's program peer
“He also takes pride in motivating and teaching others, which got him hired as a teaching assistant throughout the whole Master's program. Very few individuals have inspired me as Mohamed and I can therefore only warmly recommend his great talent.”
Source: LinkedIn
Yassine Errachid
New Product Introduction ICT Procurement
Project teammate
“He is well versed in Python, Artificial Intelligence, and negotiation. I worked with him in many projects, and every time, he proved his competencies. Besides, Mohamed is trustworthy, and responsible.”
Source: LinkedIn
Everything you need to know about working with me.
Let's work together
Tell me your training topic, team size, and target dates on LinkedIn. Include the skills your team wants to develop so we can discuss the right workshop or project.
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Copy this brief, replace the bracketed details, and send it to me on LinkedIn. Nothing is submitted through this website.
Hi Mohamed, I'd like to discuss remote training for our team. Team / industry: [roles and industry] Topic: [skills or tools to learn] Participants: [number and experience level] Desired outcome: [what the team should be able to do] Preferred dates and time zone: [dates / time zone] Training language: English Could you recommend a suitable workshop and provide a quote in USD?